Laplacian Autoencoders for Learning Stochastic Representations

1 code implementation • 30 Jun 2022 • Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicke Skafte Detlefsen, Søren Hauberg

In this work, we present a Bayesian autoencoder for unsupervised representation learning, which is trained using a novel variational lower-bound of the autoencoder evidence.

Bayesian Inference Out-of-Distribution Detection +1